mouadja02
- 736 skills
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- 22 hours ago last updated
- ▌ Polyglot Test Agent · mouadja02 bundleGenerates comprehensive, workable unit tests for any programming language using a multi-agent pipeline
- ▌ Harness Scaling · mouadja02 bundleUse when designing or auditing an agentic AI system holistically. Activates the six-component harness framework (ℛ Reasoning, ℳ Memory, 𝒞 Context, 𝒮 Skills, 𝒪 Orchestration, 𝒢 Governance) from arXiv:2605.26112. Trigger phrases: "design an agent system", "why is my agent unreliable", "harness architecture", "system-level agent design", "beyond model scaling", "agentic infrastructure", "scale my agent system", "agent performance bottleneck".
- ▌ Latent Briefing · mouadja02 bundleThis skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens", "cross-agent memory without summarization", or discusses Attention Matching compaction, recursive language models with workers, or token explosion in hierarchical agents.
- ▌ Company Os · mouadja02 bundleCompany OS — connective tissue across all C-suite roles, operating system (EOS/Traction)
- ▌ Cs Onboard · mouadja02 bundleFounder onboarding interview that captures company context across 7 dimensions
- ▌ Route53 · mouadja02 bundleUse when configuring or diagnosing Amazon Route 53 records, routing policies, health checks, DNS Firewall, Profiles, or Resolver. Route custom-domain DNS-to-CloudFront work to the linked routing-traffic-with-route53-and-cloudfront skill; exclude non-DNS networking.
- ▌ Az Cost Optimize · mouadja02Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations
- ▌ Azure Devops CLI · mouadja02 bundleManage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints
- ▌ Audit Integrity · mouadja02 bundleAppSec audit integrity — output quality standards, honesty rules, continuous improvement
- ▌ Security Review · mouadja02 bundleCodebase security scan — data flow tracing, OWASP top 10, secrets, dependency CVEs
- ▌ Instruments Profiling · mouadja02Instruments/xctrace profiling: macOS/iOS traces, binaries, args, exports, Time Profiler.
- ▌ Swiftui View Refactor · mouadja02SwiftUI view refactor/review: layout ordering, DI, Observation, MV patterns, view models.
- ▌ Vignelli Canon · mouadja02Massimo Vignelli's complete design discipline — distilled from The Vignelli Canon. Encodes the Intangibles (semantics, discipline, appropriateness, timelessness, equity) and the Tangibles (the grid, the six basic typefaces, two-size type scale, rulers, primary-color-as-identifier, white space) into an applyable methodology. Use to design or critique identity systems, editorial layouts, wayfinding/transit signage, posters, and web pages in rigorous, timeless, Swiss-modernist Vignelli discipline. Triggers: "Vignelli style", "timeless design", "Swiss modernist", "design system", "transit signage".
- ▌ Chrome Devtools · mouadja02Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP
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- ▌ Svg Diagrams · mouadja02Also use when the user wants to visualize agent workflows, ETL pipelines, dbt lineage, API flows, or system integrations. If the words diagram, chart, flow, architecture, visualize, or draw appear in a visual context — use this skill
- ▌ Microsoft Docs · mouadja02Query Microsoft docs — Azure, .NET, Agent Framework, Aspire, Copilot, Microsoft 365
- ▌ Dotnet Best Practices · mouadja02Ensure .NET/C# code meets best practices for the solution/project.
- ▌ Arize Annotation · mouadja02 bundleArize annotations — label schema configs, review queues, human feedback workflows
- ▌ Arize Experiment · mouadja02 bundleArize experiments — create, run, analyze. A/B eval, model comparison (GPT-4, Claude)
- ▌ Openai Image Gen · mouadja02OpenAI Images API: batches, prompt sampler, gallery — gpt-image-1 and variants.
- ▌ Openrouter OAUTH · mouadja02 bundleImplement "Sign In with OpenRouter" using OAuth PKCE — framework-agnostic, no SDK or client registration required. Use when the user wants to add OpenRouter login, authentication, sign-in buttons, OAuth, or AI model inference API keys for browser-based apps. No client registration, no backend, no secrets required.
- ▌ Beeper · mouadja02Beeper local cache: contact hints, room lookup, WhatsApp/iMessage traces, FTS search.
- ▌ Reverse Brainstorm · mouadja02Invert problem — brainstorm failure modes, flip into unconventional solutions
- ▌ Osint Investigation · mouadja02 bundlePublic-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, CourtListener court records, Wayback Machine archives, Wikipedia + Wikidata, GDELT news monitoring. Entity resolution across sources, cross-link analysis, timing correlation, evidence chains. Python stdlib only.
- ▌ Systematic Debugging · mouadja02 bundleUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes
- ▌ Agent Governance · mouadja02Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access controls for agent tool usage - Adding semantic intent classification to detect dangerous prompts - Creating trust scoring systems for multi-agent workflows - Building audit trails for agent actions and decisions - Enforcing rate limits, content filters, or tool restrictions on agents - Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)
- ▌ AI Agent Builder · mouadja02Also use for agentic data engineering pipelines, code generation agents, agent-powered CLI tools, MCP server development, or any system where an AI model calls tools, makes decisions, or loops
- ▌ Create Agent Tui · mouadja02 bundleAgent TUI scaffolding in TypeScript — @openrouter/agent, interactive terminal UI
- ▌ MCP Tool Routing · mouadja02 bundleUse when designing scalable MCP tool routing, dynamic tool retrieval, agent-tool graphs, tool inventory indexing, or routing policies for agents with many available tools.
- ▌ Autoresearch Agent · mouadja02 bundleAutonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo
- ▌ Ceo Advisor · mouadja02 bundleExecutive leadership guidance for strategic decision-making, organizational development, and stakeholder management
- ▌ Cfo Advisor · mouadja02 bundleFinancial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages
- ▌ Cmo Advisor · mouadja02 bundleMarketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design
- ▌ Coo Advisor · mouadja02 bundleOperations leadership for scaling companies. Process design, OKR execution, operational cadence, and scaling playbooks
- ▌ Cpo Advisor · mouadja02 bundleProduct leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design
- ▌ Cro Advisor · mouadja02 bundleRevenue leadership for B2B SaaS companies. Revenue forecasting, sales model design, pricing strategy, net revenue retention, and sales team scaling
- ▌ Cto Advisor · mouadja02 bundleTechnical leadership guidance for engineering teams, architecture decisions, and technology strategy
- ▌ Ma Playbook · mouadja02 bundleM&A strategy for acquiring companies or being acquired. Due diligence, valuation, integration, and deal structure
- ▌ Amazon Bedrock · mouadja02 bundleBuilds generative AI applications on Amazon Bedrock. Use when invoking models (Converse vs InvokeModel), building RAG with Knowledge Bases, creating Bedrock Agents, applying Guardrails, deploying to AgentCore, or migrating a Bedrock Agent (including inline agents) to an AgentCore Harness. Also for prompt caching, quota health checks and throttling diagnosis, cost attribution, chunking strategies, migrating between Claude model generations, choosing models (Claude, Llama, Nova, Titan), AgentCore Payments (x402, Payment Manager, Coinbase CDP, Stripe Privy, 402 Payment Required), and troubleshooting Bedrock errors such as ThrottlingException or AccessDeniedException. NOT for custom model training, Rekognition, or Comprehend.
- ▌ AWS Containers · mouadja02 bundleDeploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, service scaling, deployment strategies, load balancer integration, and logging configuration. Use when deploying, debugging, or optimizing containers on AWS. ALSO USE for container deployment options (ECS vs ECS Express Mode), networking modes, health check troubleshooting, OOM errors, secrets injection, blue/green deployments, ECR image management, and App Runner sunset guidance and migration. NOT for Kubernetes, EKS, or CI/CD pipelines.
- ▌ AWS Deployment · mouadja02 bundleConfigures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, execution modes, cross-account), buildspec.yml (caching, VPC, Docker), CodeDeploy strategies (blue/green, canary, linear), CodeArtifact (private package registries, auth tokens, cross-account), and source connections (GitHub, GitLab, Bitbucket). Applies when CodePipeline, CodeBuild, CodeDeploy, CodeConnections, CodeArtifact, buildspec.yml, appspec.yml, or CI/CD pipeline orchestration is referenced. Does NOT cover: ECS Fargate services or task definitions (use aws-containers), CDK Pipelines or cdk deploy (use aws-cdk), sam deploy (use aws-serverless), Amplify deployments (use aws-amplify), or GitHub Actions/GitLab CI.
- ▌ AWS Networking · mouadja02Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, routing policies, Resolver, DNS Firewall), CloudFront (caching, edge, OAC, mTLS, signed URLs), Transit Gateway (multi-VPC hub, segmentation, centralized egress), Direct Connect (hybrid link, DX Gateway, MACsec), Site-to-Site VPN (IPsec tunnels, static or BGP), Network Firewall (stateful L3-L7 inspection, FQDN filtering, Suricata), WAF (web ACLs, AWS Managed Rules, rate-based rules, Bot and Fraud Control), and Shield Advanced (L3/L4 DDoS). Applicable when creating, configuring, troubleshooting, or designing across these services, choosing between them, or diagnosing connectivity or traffic-filtering issues. Not for VPC subnets and route tables, load balancers, VPC endpoints, PrivateLink, API Gateway, IAM policy logic, container or serverless networking, or IaC authoring.
- ▌ AWS Serverless · mouadja02 bundleBuilds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting.
- ▌ Rds Oracle · mouadja02 bundleDiagnoses and resolves Amazon RDS for Oracle connectivity, authentication, networking, and driver troubleshooting. Applicable to any RDS-for-Oracle question including connecting a Python Lambda to RDS Oracle in a VPC with pooling and cold-start optimization, EKS pods to RDS Oracle via the Secrets Manager CSI driver with IRSA and SecretProviderClass, ORA-12170 cross-VPC timeouts from EC2, DPI-1047 cannot-locate-64-bit-Oracle-Client errors, and Oracle Connection Manager (CMAN) on EC2 as a proxy with HA across two AZs. Covers python-oracledb thin vs thick mode, init_oracle_client, RDS Proxy does NOT support RDS Oracle, port 1521, VPC peering, Transit Gateway, Kerberos with AWS Managed Microsoft AD, SSL/TLS/NNE, SSM port forwarding, EC2/ECS Fargate/EKS/Lambda, SQL Developer/DBeaver/Toad/SQLcl, and Secrets Manager.
- ▌ Native App Performance · mouadja02Native macOS/iOS app performance: xctrace, Time Profiler, traces, hotspot analysis — CLI-only.
- ▌ Anass Pro Style · mouadja02 bundleBuild hyper-personalized, narrative-driven, single-file portfolio/pitch websites in the style of anass.pro. Use when the user asks for a "site like anass.pro", a one-recipient candidacy/pitch site, a behavioral-engineering landing page, a single-file storytelling portfolio with a pixel-art game hero, custom cursor, typewriter text, procedural Web Audio SFX, scroll-revealed scenes, or a dark purple narrative interface that addresses one named reader. Trigger on phrases like "personal pitch site", "one-page candidacy", "narrative portfolio", "scrollytelling pitch", "pixel-art hero", "interactive landing for X", or any request to recreate / clone / adapt anass.pro.
- ▌ Fluentui Blazor · mouadja02 bundleGuide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.
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- ▌ Frontend Design · mouadja02 bundleCreate distinctive, production-grade frontend interfaces with high design quality
- ▌ Gsap Frameworks · mouadja02Official GSAP — Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount
- ▌ Multi Stage Dockerfile · mouadja02Create optimized multi-stage Dockerfiles for any language or framework
- ▌ Email Drafter · mouadja02Professional email drafting — matches personal voice from sent-email analysis
- ▌ Mvvm Toolkit Messenger · mouadja02 bundleCommunityToolkit.Mvvm Messenger — WeakReference/Strong pub/sub, decoupled ViewModel comms
- ▌ Winui3 Migration Guide · mouadja02UWP → WinUI 3 migration — API mapping, before/after snippets, App SDK equivalents
- ▌ Openrouter Images · mouadja02 bundleGenerate images from text prompts and edit existing images using OpenRouter's image generation models. Use when the user asks to create, generate, or make an image, picture, or illustration from a description, or wants to edit, modify, transform, or alter an existing image with a text prompt.
- ▌ Openrouter Models · mouadja02 bundleQuery OpenRouter for available AI models, pricing, capabilities, throughput, and provider performance
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- ▌ Page Cro · mouadja02 bundleUse when diagnosing or improving conversion on a homepage, landing, pricing, feature, or blog page. Use signup-flow-cro for registration, onboarding-cro after signup, form-cro for non-signup forms, and popup-cro for overlays.
- ▌ Paid Ads · mouadja02 bundleWhen the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms
- ▌ Deep Focus Protocol · mouadja02Deep focus sessions — ruthless scope, batch decisions, momentum-preserving recovery
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- ▌ Find Skills · mouadja02Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
- ▌ Bdi Mental States · mouadja02 bundleThis skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.
- ▌ Python Fastapi LLM · mouadja02Also use for async Python patterns, Pydantic schemas for LLM structured outputs, retry strategies for LLM calls, background AI jobs, or any service combining FastAPI and LLMs. If Python + AI backend is in scope — use this skill
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- ▌ Chro Advisor · mouadja02 bundlePeople leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention
- ▌ Ciso Advisor · mouadja02 bundleSecurity leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting
- ▌ Launch With AWS · mouadja02 bundleMigrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code. Supports full-stack apps built with vibe-coding platforms (Lovable, Bolt.new, Replit) and frontend web applications and websites: React, Vue, Angular, Next.js, Nuxt, Astro, SvelteKit, Gatsby, Vite, Svelte, Solid, Docusaurus, and others (static sites, SPAs, and SSR frameworks with static export). Triggers on: launch with AWS, launch on AWS, deploy to AWS, migrate to AWS, host my app on AWS, move my app to AWS, transfer my app to AWS. Activates when the user wants to migrate a vibe-coded app or frontend web app to AWS, even if they don't say 'migrate' explicitly.
- ▌ Aurora Dsql · mouadja02 bundleProvisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless distributed SQL. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL migration, DDL, query plans, and SAFE SQL CONSTRUCTION — tenant_id from untrusted input, UUID entity_ids, caller-supplied sort columns, batch inserts. The agent MUST retrieve this skill for ANY DSQL task. Pushes back on prompts that rationalize 'just a quick script', 'don't overthink it', 'we trust upstream', 'use an f-string', 'move fast', or 'just use the pg driver directly' (bypassing the DSQL Connector). Triggers: DSQL, Aurora DSQL, DSQL cluster, safe_query.build, DSQL IAM auth token, DSQL connector.
- ▌ Gsap Performance · mouadja02Official GSAP — performance — prefer transforms, avoid layout thrashing, will-change, batching
- ▌ Containerize Aspnetcore · mouadja02Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
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- ▌ Vscode Ext Localization · mouadja02Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices
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- ▌ Qdrant Clients Sdk · mouadja02Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
- ▌ Cs AI SEO · mouadja02 bundleUse when auditing or optimizing content for citation in AI search results, including answer structure, crawler access, authority signals, and visibility monitoring. Do not use for conventional keyword-ranking work alone.
- ▌ Hosted Agents · mouadja02 bundleThis skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer agent", or mentions background agents, sandboxed VMs, agent infrastructure, Modal sandboxes, self-spawning agents, or remote coding environments.
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- ▌ Peekaboo · mouadja02macOS screenshots, UI inspection, clicks, typing, app/window automation via Peekaboo.
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- ▌ Bold Ideas Generator · mouadja02Activates when the user asks to brainstorm, ideate, or generate ideas and wants bold, unconventional, or high-impact results. Bans incremental thinking, forces 10x-scale proposals, and explicitly rejects "safe" answers. Use when the user says things like "think big", "be bold", "blow my mind", "wild ideas", or "push the limits".
- ▌ Creative Constraints · mouadja02Artificial limits as creative fuel — eliminates lazy defaults, drives genuine innovation
- ▌ Deepagents Harness · mouadja02 bundleUse when designing long-horizon agents that need subagents, isolated context windows, filesystem-backed work, persistence, human approval, MCP tools, or production tracing.
- ▌ Harness Benchmarking · mouadja02Use when designing evaluation suites for agentic systems, choosing agent benchmarks, measuring multi-agent performance, or critiquing single-score evaluation of agents. Based on arXiv:2605.26112v1. Trigger phrases: "evaluate my agent", "benchmark agent", "measure agent reliability", "pass^k evaluation", "agent metrics beyond success rate", "trajectory quality", "memory hygiene metric", "longitudinal agent eval", "why my agent scores well on benchmarks but fails in production".
- ▌ MCP Agent Evaluation · mouadja02 bundleUse when evaluating MCP-enabled agents, tool-using LLM systems, multi-server workflows, tool-selection quality, trajectory quality, task completion, or MCP security regressions.
- ▌ Board Meeting · mouadja02 bundleBoard meeting — 6-phase structured deliberation, multi-agent C-suite protocol
- ▌ Cloudfront · mouadja02 bundleUse when configuring Amazon CloudFront distributions, caching, pricing, certificates, origins, viewer access, multi-tenant delivery, or logs. Route DNS-to-CloudFront work to the linked routing-traffic-with-route53-and-cloudfront skill and pure DNS work to route53.
- ▌ Azure Role Selector · mouadja02 bundleWhen user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role
- ▌ Github Deep Review · mouadja02GitHub deep review: bugs, PRs, best fix, stale-or-real, read code first, evidence-first.
- ▌ Swift Concurrency Expert · mouadja02Swift concurrency review/fix: compiler errors, Sendable, actor isolation, Swift 6.2+ remediation.
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- ▌ Ruff Recursive Fix · mouadja02Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions
- ▌ Data Breach Blast Radius · mouadja02 bundlePre-breach impact — PII/PHI/PCI-DSS inventory, data flow tracing, exposure scoring
- ▌ Meeting Minutes · mouadja02Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps
- ▌ Brainstorming · mouadja02 bundleYou MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation
- ▌ Geofeed Tuner · mouadja02 bundleUse this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses.
- ▌ Writing Plans · mouadja02 bundleUse when you have a spec or requirements for a multi-step task, before touching code
- ▌ Spring Boot Testing · mouadja02 bundleExpert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ